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22 pages, 1772 KB  
Article
Myelin Basic Protein Post-Translational Modifications Orchestrate Astrocyte Regulatory Networks
by Jeremy Ramsden, Marika Chikviladze, Nino Mamulashvili, Lali Shanshiashvili and David Mikeladze
NeuroSci 2026, 7(1), 26; https://doi.org/10.3390/neurosci7010026 - 13 Feb 2026
Viewed by 534
Abstract
Multiple sclerosis (MS) pathogenesis involves not only immune-mediated myelin injury but also glial responses. We examined how three charge isomers of myelin basic protein (MBP)—native (C1), phosphorylated (C4), and citrullinated (C8)—modulate rat astrocytes. Cytokines were quantified and grouped (pro/anti-inflammatory, chemotactic, neurotrophic, angiogenic, tissue [...] Read more.
Multiple sclerosis (MS) pathogenesis involves not only immune-mediated myelin injury but also glial responses. We examined how three charge isomers of myelin basic protein (MBP)—native (C1), phosphorylated (C4), and citrullinated (C8)—modulate rat astrocytes. Cytokines were quantified and grouped (pro/anti-inflammatory, chemotactic, neurotrophic, angiogenic, tissue remodeling), and regulatory markers assessed. C1 strongly upregulated the lipid-sensing receptor LXR, and reduced global DNA methylation; C4 moderately enhanced LXR; C8 failed to activate LXR or alter methylation. Functionally, C1 attenuated IL-1β, IL-6 and GM-CSF while increasing IL-10 and certain chemokines. C4 elicited an intermediate pattern, inducing CX3CL1 (fractalkine), CCL20, VEGF-A and TIMP-1 with minor effects on classical cytokines. In contrast, C8 triggered a robust pro-inflammatory phenotype, increasing IL-1α/β, TNF-α and GM-CSF, with higher IL-10, fractalkine, CCL20, VEGF-A and TIMP-1. All isomers suppressed IFN-γ, IL-4 and CNTF. These data indicate that MBP post-translational modifications drive distinct astrocyte phenotypes through integrated cytokine, metabolic and epigenetic pathways: C1 favors immune regulation and repair, C4 blends inflammatory and reparative cues, and C8 amplifies neuroinflammation. Understanding how modified MBP shapes astrocyte behavior provides mechanistic insight into lesion evolution in MS and suggests astrocyte-directed strategies to modulate neuroinflammation and promote remyelination. Full article
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12 pages, 1239 KB  
Case Report
A Complex Case of Langer–Giedion Syndrome, Cornelia de Lange Syndrome Type 4, and Hereditary Multiple Osteochondromas with Mosaic 8q23.1–q24.12 Deletion
by Samuel David Amio Valientes and Hua Wang
Genes 2026, 17(2), 175; https://doi.org/10.3390/genes17020175 - 31 Jan 2026
Viewed by 668
Abstract
Langer–Giedion syndrome (LGS), also known as trichorhinophalangeal syndrome type II (TRPS II; OMIM #150230), is a contiguous-gene deletion disorder caused by haploinsufficiency of TRPS1 and EXT1. Cornelia de Lange syndrome (CdLS) is genetically heterogeneous; heterozygous variants in RAD21 cause the milder CdLS [...] Read more.
Langer–Giedion syndrome (LGS), also known as trichorhinophalangeal syndrome type II (TRPS II; OMIM #150230), is a contiguous-gene deletion disorder caused by haploinsufficiency of TRPS1 and EXT1. Cornelia de Lange syndrome (CdLS) is genetically heterogeneous; heterozygous variants in RAD21 cause the milder CdLS type 4 phenotype (OMIM #614701). Because RAD21 lies between TRPS1 and EXT1, overlapping phenotypes may arise when all three genes are deleted. We report a unique case of a 4-year-old female presenting with a blended phenotype of Langer–Giedion Syndrome (LGS) and Cornelia de Lange Syndrome (CdLS) type 4. This case is distinct from previously reported 8q deletions in three key aspects: (1) Complex Genomic Architecture: Chromosomal microarray revealed a novel complex rearrangement consisting of a 13.01 Mb mosaic interstitial deletion at 8q23.1–q24.12, flanked by two large duplications (21.5 Mb at 8q11.23–q23.1 and 25.78 Mb at 8q24.12–q24.3). (2) Rare Mosaicism: This represents only the second reported case of mosaicism affecting this contiguous gene region. Notably, the patient demonstrates a “mosaic rescue” effect, where the mosaicism appears to have mitigated the neurodevelopmental phenotype (the patient is bilingual and ambulatory) while failing to protect the skeleton. (3) First Bone-Specific Therapy: The patient suffered from severe, recurrent fractures due to a synergistic “double hit” of TRPS1-related osteopenia and EXT1-related exostoses. We report the first successful use of bisphosphonate therapy (pamidronate) in this specific mosaic profile, which resulted in a complete cessation of fractures during a 12-month follow-up. This case underscores the utility of detailed microarray analysis in complex phenotypes and suggests bisphosphonates as a viable rescue therapy for refractory syndromic osteoporosis. Full article
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21 pages, 3079 KB  
Article
Genetic and Morphological Anthocyanin Variability in Black Currant Berries: Application of Cryogenic Processing and Rapid HPLC-DAD Analysis
by Ieva Miķelsone, Inga Mišina, Elvita Bondarenko, Elise Sipeniece, Danija Lazdiņa, Gundega Sebre, Sarmīte Strautiņa and Paweł Górnaś
Agriculture 2026, 16(3), 331; https://doi.org/10.3390/agriculture16030331 - 28 Jan 2026
Viewed by 495
Abstract
Black currants (Ribes nigrum L.) and their hybrid berries are distinguished by their exceptionally high content levels of anthocyanin and vitamin C, major phytochemicals with health-promoting properties. This study was designed to substantially reduce the HPLC runtime required for black currant anthocyanin [...] Read more.
Black currants (Ribes nigrum L.) and their hybrid berries are distinguished by their exceptionally high content levels of anthocyanin and vitamin C, major phytochemicals with health-promoting properties. This study was designed to substantially reduce the HPLC runtime required for black currant anthocyanin analysis and clarify how key determinants, including morphological traits (berry size and peel proportion), genetic variation across 12 cultivars, and cryogenic milling, affect anthocyanin accumulation and quantification. A rapid HPLC protocol was developed that achieves the high-resolution separation of four major and eight minor anthocyanins in black currant within a 10 min run, enabling efficient, high-throughput analysis, very important in long-term breeding programs due to the large number of genotypes. Cryogenic grinding substantially enhanced the extraction yield and reproducibility relative to just blending. Using the improved extraction and analysis method, a set of anthocyanin content-related morphologic berry traits was systematically evaluated, providing information directly relevant to future phenotyping and breeding efforts. Smaller black currant berries generally have higher total anthocyanin content than larger berries, and these morphological attributes are tightly linked to the genotype. Although a higher peel proportion was related to higher anthocyanin content within genotype, there was no global trend, and anthocyanin contents were similar in different size berry peels. Full article
(This article belongs to the Section Agricultural Product Quality and Safety)
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12 pages, 2099 KB  
Case Report
Dual Genetic Diagnosis of Prader–Willi Syndrome and TMC1-Related Severe Congenital Hearing Loss: Diagnostic Challenges and Cochlear Implant Outcomes
by Pinelopi Samara, Michail Athanasopoulos, Evangelia Koudoumnaki, Nikolaos Markatos and Ioannis Athanasopoulos
Diagnostics 2026, 16(2), 300; https://doi.org/10.3390/diagnostics16020300 - 17 Jan 2026
Viewed by 547
Abstract
Background and Clinical Significance: Prader–Willi syndrome (PWS) is an imprinting disorder not typically associated with severe congenital sensorineural hearing loss (SNHL). When profound SNHL is present in an infant with a known syndrome, an independent monogenic etiology should be considered. We report the [...] Read more.
Background and Clinical Significance: Prader–Willi syndrome (PWS) is an imprinting disorder not typically associated with severe congenital sensorineural hearing loss (SNHL). When profound SNHL is present in an infant with a known syndrome, an independent monogenic etiology should be considered. We report the first molecularly confirmed case of PWS co-occurring with biallelic pathogenic TMC1 variants causing congenital SNHL, outlining diagnostic challenges, cochlear implant (CI) outcomes, and implications for blended phenotypes. Case Presentation: A male infant with PWS due to a paternal 15q11.2–q13 deletion failed newborn hearing screening. Diagnostic auditory brainstem response and auditory steady-state response confirmed bilateral severe-to-profound SNHL. Temporal bone CT/MRI were normal. Comprehensive genetic testing identified compound heterozygous TMC1 variants consistent with autosomal recessive DFNB7/11 hearing loss, plus two variants of uncertain significance in SERPINB6 and EPS8L2. Sequential bilateral cochlear implantation was performed (left ear at 14 months, right at 20 months), followed by auditory–verbal therapy. Over four years, the child showed steady improvements in hearing and early-speech development. Conclusions: Early genomic evaluation is essential when clinical features appear atypical for a known syndrome. Identifying TMC1-related deafness enabled timely cochlear implantation and measurable gains. This case highlights that severe congenital SNHL in a syndromic infant may reflect a distinct monogenic disorder rather than phenotypic expansion of the primary syndrome, emphasizing the importance of recognizing blended phenotypes to guide precision-care strategies in rare disorders. Full article
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16 pages, 1149 KB  
Review
Beyond Genes: Non-Canonical Mechanisms Driving Antimicrobial Resistance in Bacteria
by Leonard Koolman, Chijioke Emenike, Debasis Mitra and Sourav Chattaraj
Bacteria 2025, 4(4), 50; https://doi.org/10.3390/bacteria4040050 - 1 Oct 2025
Cited by 2 | Viewed by 2072
Abstract
Antimicrobial resistance (AMR) is traditionally discussed in the context of horizontally acquired resistance genes and point mutations at target loci. However, this gene-centred model fails to account for a large number of clinically important modalities of resistance. There is now substantial evidence implicating [...] Read more.
Antimicrobial resistance (AMR) is traditionally discussed in the context of horizontally acquired resistance genes and point mutations at target loci. However, this gene-centred model fails to account for a large number of clinically important modalities of resistance. There is now substantial evidence implicating bacteria in the ability to escape the effects of antibiotics in a variety of non-canonical ways, which are not considered in traditional diagnostic and surveillance pipelines. Among these factors, we can list those arising from global regulatory networks, phase variability, epigenetic tuning, small RNAs, genome structural variability, and phenotypic states like tolerance and persistence. This review will blend the current knowledge on these alternative pathways of resistance and underscore how they intersect with canonical genetic determinants. We will highlight cases where resistance emerges in the absence of known resistance genes, analyse the role of regulatory plasticity in efflux pump expression and membrane remodelling, and examine the contributions of bacterial stress responses and post-transcriptional control. Additionally, we will address methodological gaps in the detection of these mechanisms and their implications for clinical treatment failure, resistance surveillance, and drug development. By integrating insights from molecular microbiology, systems biology, and genomics, this review aims to offer a framework for understanding AMR as a multifaceted, context-dependent phenotype, not merely a genotype. We conclude by identifying knowledge gaps and suggesting priorities for research and diagnostic innovation in this evolving field. Full article
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14 pages, 292 KB  
Article
Preliminary Evaluation of Blending, Tuning, and Scaling Parameters in ssGBLUP for Genomic Prediction Accuracy in South African Holstein Cattle
by Kgaogelo Stimela Mafolo, Michael D. MacNeil, Frederick W. C. Neser and Mahlako Linah Makgahlela
Animals 2025, 15(19), 2866; https://doi.org/10.3390/ani15192866 - 30 Sep 2025
Cited by 1 | Viewed by 878
Abstract
The objective of this study was to evaluate the impact of blending, tuning, and scaling adjustments in ssGBLUP on the accuracy of genomic estimated breeding values (GEBVs) for South African Holstein cattle. The edited dataset included pedigree information for 541,325 animals, 696,413 phenotypic [...] Read more.
The objective of this study was to evaluate the impact of blending, tuning, and scaling adjustments in ssGBLUP on the accuracy of genomic estimated breeding values (GEBVs) for South African Holstein cattle. The edited dataset included pedigree information for 541,325 animals, 696,413 phenotypic records (milk, protein, and fat yields), and genotypes for 1221 Holstein cattle. The accuracy of GEBVs was evaluated based on different parameter settings for blending (β = 0.05, 0.10, 0.20, 0.30, and 0.40), tuning (τ), and scaling (τ and ω), ranging from 0.60 to 1.00. The results show that ssGBLUP outperformed the traditional pedigree-based approach (ABLUP), with realized accuracies increasing from 0.01 to 0.23 for milk yield, 0.03 to 0.29 for protein yield, and 0.03 to 0.30 for fat yield. Blending with β = 0.30–0.40 slightly increased the accuracy, while tuning adjustments showed limited influence on the prediction results. Scaling factors had a significant influence on accuracy, with ω = 0.60 yielding the highest values (0.26 for milk, 0.32 for protein, and 0.34 for fat). The results of this study show the importance of optimizing the integration of pedigree and genomic information in ssGBLUP to improve the accuracy of genomic predictions, ultimately enhancing selection decisions and genetic progress in South African Holstein cattle. Full article
(This article belongs to the Section Animal Genetics and Genomics)
18 pages, 2955 KB  
Article
Exploring Mechanotransduction and Inflammation in Human Cartilaginous Endplate Cells in Blended Collagen–Agarose Hydrogels Under Cyclic Compression
by Katherine B. Crump, Chloé Chapallaz, Ahmad Alminnawi, Paola Bermudez-Lekerika, Liesbet Geris, Jérôme Noailly and Benjamin Gantenbein
Gels 2025, 11(9), 736; https://doi.org/10.3390/gels11090736 - 12 Sep 2025
Viewed by 1346
Abstract
Little is known about cartilaginous endplate (CEP) mechanobiology or how it changes in a catabolic microenvironment, partly due to difficulties in conducting mechanotransduction in vitro. Recent studies have found blended collagen–agarose hydrogels to offer improved mechanotransduction in chondrocytes compared to agarose alone. It [...] Read more.
Little is known about cartilaginous endplate (CEP) mechanobiology or how it changes in a catabolic microenvironment, partly due to difficulties in conducting mechanotransduction in vitro. Recent studies have found blended collagen–agarose hydrogels to offer improved mechanotransduction in chondrocytes compared to agarose alone. It was hypothesized that blended collagen–agarose hydrogels would be sufficient to improve the mechanobiological response in CEP cells relative to that in agarose alone, while maintaining the chondrocyte phenotype and ability to respond to pro-inflammatory stimulation. Thus, human CEP cells were seeded into blended 2% agarose and 2 mg/mL type I collagen hydrogels, followed by culture with dynamic compression up to 7% and stimulation with TNF. Results confirmed CEP cells retained a rounded phenotype and high cell viability during culture in blended collagen–agarose hydrogels. Additionally, TNF induced a catabolic response through downregulation of pericellular marker COL6A1 and anabolic markers ACAN and COL2A1. No significant changes were seen due to dynamic compression, suggesting addition of collagen to agarose was not sufficient to induce mechanotransduction in human CEP cells in this study. However, blended collagen–agarose hydrogels increased stiffness by 4× and gene expression of key cartilage marker SOX9 and physioosmotic mechanosensor TRPV4, offering an improvement on agarose alone. Full article
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58 pages, 5907 KB  
Review
The Transformation Experiment of Frederick Griffith II: Inclusion of Cellular Heredity for the Creation of Novel Microorganisms
by Günter A. Müller
Bioengineering 2025, 12(5), 532; https://doi.org/10.3390/bioengineering12050532 - 15 May 2025
Cited by 1 | Viewed by 5491
Abstract
So far, synthetic biology approaches for the construction of artificial microorganisms have fostered the transformation of acceptor cells with genomes from donor cells. However, this strategy seems to be limited to closely related bacterial species only, due to the need for a “fit” [...] Read more.
So far, synthetic biology approaches for the construction of artificial microorganisms have fostered the transformation of acceptor cells with genomes from donor cells. However, this strategy seems to be limited to closely related bacterial species only, due to the need for a “fit” between donor and acceptor proteomes and structures. “Fitting” of cellular regulation of metabolite fluxes and turnover between donor and acceptor cells, i.e. cybernetic heredity, may be even more difficult to achieve. The bacterial transformation experiment design 1.0, as introduced by Frederick Griffith almost one century ago, may support integration of DNA, macromolecular, topological, cybernetic and cellular heredity: (i) attenuation of donor Pneumococci of (S) serotype fosters release of DNA, and hypothetically of non-DNA structures compatible with subsequent transfer to and transformation of acceptor Pneumococci from (R) to (S) serotype; (ii) use of intact donor cells rather than of subcellular or purified fractions may guarantee maximal diversity of the structural and cybernetic matter and information transferred; (iii) “Blending” or mixing and fusion of donor and acceptor Pneumococci may occur under accompanying transfer of metabolites and regulatory circuits. A Griffith transformation experiment design 2.0 is suggested, which may enable efficient exchange of DNA as well as non-DNA structural and cybernetic matter and information, leading to unicellular hybrid microorganisms with large morphological/metabolic phenotypic differences and major features compared to predeceding cells. The prerequisites of horizontal gene and somatic cell nuclear transfer, the molecular mechanism of transformation, the machineries for the biogenesis of bacterial cytoskeleton, micelle-like complexes and membrane landscapes are briefly reviewed on the basis of underlying conceptions, ranging from Darwin’s “gemmules” to “stirps”, cytoplasmic and “plasmon” inheritance, “rhizene agency”, “communicology”, “transdisciplinary membranology” to up to Kirschner’s “facilitated variation”. Full article
(This article belongs to the Section Biochemical Engineering)
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11 pages, 6705 KB  
Case Report
Unveiling Secondary Mutations in Blended Phenotypes: Dual ERCC4 and OTOA Pathogenic Variants Through WES Analysis
by Pinella Failla, Lucia Saccuzzo, Ornella Galesi, Donatella Greco, Vincenza Barresi, Silvestra Amata, Corrado Romano and Marco Fichera
Int. J. Mol. Sci. 2024, 25(24), 13471; https://doi.org/10.3390/ijms252413471 - 16 Dec 2024
Cited by 1 | Viewed by 1459
Abstract
This study describes two siblings from consanguineous parents who exhibit intellectual disability, microcephaly, photosensitivity, bilateral sensorineural hearing loss, numerous freckles, and other clinical features that suggest a potential disruption of the nucleotide excision repair (NER) pathway. Whole exome sequencing (WES) identified a novel [...] Read more.
This study describes two siblings from consanguineous parents who exhibit intellectual disability, microcephaly, photosensitivity, bilateral sensorineural hearing loss, numerous freckles, and other clinical features that suggest a potential disruption of the nucleotide excision repair (NER) pathway. Whole exome sequencing (WES) identified a novel homozygous missense variant in the ERCC4 gene, which was predicted to be pathogenic. However, a subsequent peculiar audiometric finding prompted further investigation, revealing a homozygous deletion in the OTOA gene linked to neurosensorial hearing loss. Both variants were located within a run of homozygosity (ROH) on chromosome 16p13.12-p12.2, implicating a complex genetic basis for the observed phenotype. While this study reports a potentially novel ERCC4 variant, it underscores the importance of comprehensive analysis and deep phenotyping in WES data to improve diagnostic accuracy. Our findings advocate for an expanded approach in WES analysis, ensuring more precise diagnoses and improved genetic counseling, particularly when specialized tests for structural variant analysis are unavailable. Full article
(This article belongs to the Collection Feature Papers in Molecular Genetics and Genomics)
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14 pages, 2280 KB  
Article
Response of Morphological Plasticity of Quercus variabilis Seedlings to Different Light Quality
by Zhengning Wang, Hang Luo, Baoxuan Liu, Shangwen Song, Xiao Zhang, Yushuang Song and Bo Liu
Forests 2024, 15(12), 2153; https://doi.org/10.3390/f15122153 - 6 Dec 2024
Cited by 2 | Viewed by 1368
Abstract
This experiment explores the regulatory mechanisms of various light qualities on the phenotypic plasticity of Quercus variabilis seedlings during their growth. The light conditions included blue light (BL), red light (RL), far-red light (FrL), a blend of RL and FrL with a ratio [...] Read more.
This experiment explores the regulatory mechanisms of various light qualities on the phenotypic plasticity of Quercus variabilis seedlings during their growth. The light conditions included blue light (BL), red light (RL), far-red light (FrL), a blend of RL and FrL with a ratio of 1:1 (RFr1:1L), and a blend of RL and FrL with a ratio of 1:2 (RFr1:2L), alongside a broad-spectrum white light (WL) as the control. Each treatment was maintained at a consistent photosynthetic photon flux density of 400 µmol·m−2·s−1. Results indicate significant morphological variations in Q. variabilis seedlings under different light qualities. Compared to white light treatment, all light quality treatments enhance seedling height, with the FrL treatment exhibiting the most pronounced effect. Seedling ground diameter elongation is stimulated by all light quality treatments, except for the BL treatment. Although the BL treatment promotes leaf morphology in Q. variabilis seedlings, it inhibits root growth, leading to reduced biomass accumulation and a lower root-to-shoot ratio. FrL can mitigate the effects of RL. Under the FrL treatment, Q. variabilis seedlings exhibit a greater increase in plant height and a higher height-to-diameter ratio. While the leaf morphology of RFr1:1L treatment does not show significant advantages, it demonstrates substantial root growth, resulting in the highest biomass accumulation. Quercus variabilis displays the strongest morphological plasticity in its root system, showing greater sensitivity to variations in light quality compared to leaf morphology and biomass accumulation. Strategically optimizing light spectrum and wavelength can significantly boost economic yields and improve the quality of forestry products. Full article
(This article belongs to the Section Forest Ecophysiology and Biology)
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20 pages, 7283 KB  
Article
Composite Polycaprolactone/Gelatin Nanofiber Membrane Scaffolds for Mesothelial Cell Culture and Delivery in Mesothelium Repair
by Darshan Tagadur Govindaraju, Hao-Hsi Kao, Yen-Miao Chien and Jyh-Ping Chen
Int. J. Mol. Sci. 2024, 25(18), 9803; https://doi.org/10.3390/ijms25189803 - 11 Sep 2024
Cited by 7 | Viewed by 2746
Abstract
To repair damaged mesothelium tissue, which lines internal organs and cavities, a tissue engineering approach with mesothelial cells seeded to a functional nanostructured scaffold is a promising approach. Therefore, this study explored the uses of electrospun nanofiber membrane scaffolds (NMSs) as scaffolds for [...] Read more.
To repair damaged mesothelium tissue, which lines internal organs and cavities, a tissue engineering approach with mesothelial cells seeded to a functional nanostructured scaffold is a promising approach. Therefore, this study explored the uses of electrospun nanofiber membrane scaffolds (NMSs) as scaffolds for mesothelial cell culture and transplantation. We fabricated a composite NMS through electrospinning by blending polycaprolactone (PCL) with gelatin. The addition of gelatin enhanced the membrane’s hydrophilicity while maintaining its mechanical strength and promoted cell attachment. The in vitro study demonstrated enhanced adhesion of mesothelial cells to the scaffold with improved morphology and increased phenotypic expression of key marker proteins calretinin and E-cadherin in PCL/gelatin compared to pure PCL NMSs. In vivo studies in rats revealed that only cell-seeded PCL/gelatin NMS constructs fostered mesothelial healing. Implantation of these constructs leads to the regeneration of new mesothelium tissue. The neo-mesothelium is similar to native mesothelium from hematoxylin and eosin (H&E) and immunohistochemical staining. Taken together, the PCL/gelatin NMSs can be a promising scaffold for mesothelial cell attachment, proliferation, and differentiation, and the cell/scaffold construct can be used in therapeutic applications to reconstruct a mesothelium layer. Full article
(This article belongs to the Special Issue Nanoparticles: From Synthesis to Applications 2.0)
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14 pages, 5805 KB  
Technical Note
Soft Tissue Retraction Maneuver in Cone Beam Computed Tomography Prior to Crown-Lengthening Procedure—A Technical Note
by Paulina Adamska, Marcin Stasiak, Wojciech Dąbrowski, Dorota Pylińska-Dąbrowska, Łukasz Jan Adamski, Adam Zedler, Ewa Kozłowska and Michał Studniarek
J. Clin. Med. 2024, 13(13), 3668; https://doi.org/10.3390/jcm13133668 - 24 Jun 2024
Cited by 2 | Viewed by 1813
Abstract
Background: An accurate determination of the biological width and the relationship of the cemento-enamel junction with the border of the alveolar bone is crucial during a clinical crown-lengthening (CCL) procedure. The aim of this study was to present a technical note about the [...] Read more.
Background: An accurate determination of the biological width and the relationship of the cemento-enamel junction with the border of the alveolar bone is crucial during a clinical crown-lengthening (CCL) procedure. The aim of this study was to present a technical note about the retraction techniques in cone beam computed tomography (CBCT) prior to CCL, highlighting the significant enhancement in procedural accuracy and predictability that these techniques offer. Methods: Clinical and radiological examinations should be performed before a CCL procedure. It is necessary to determine the length of the tooth crowns, the periodontal pockets’ depth, and the phenotype of the gingiva. The ideal CBCT examination should be performed with soft tissue retraction. This can be achieved using retractors or cotton rolls. Results: Retraction of the lips, cheeks, and tongue allows one to assess the marginal gingiva, the cemento-enamel junction, and the alveolar bone. A detailed plan of the CCL procedure, which involves retraction, ensures both the aesthetic appeal and the achievement of a newly defined gingival zenith, enhancing the overall visual harmony. Conclusions: Compared with conventional radiographic imaging, the soft tissue retraction maneuver in CBCT prior to CCL surgery offers an effective approach to the evaluation and diagnosis of soft and hard tissue. This is because of the detailed planning of the aesthetic CCL procedure. Such an approach leads to superior aesthetic outcomes in dentistry, contributing to the advancement of aesthetic dentistry through a harmonious blend of art and science. Full article
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17 pages, 4439 KB  
Article
Lon1 Inactivation Downregulates Autophagic Flux and Brassinosteroid Biogenesis, Modulating Mitochondrial Proportion and Seed Development in Arabidopsis
by Ce Song, Yuqi Hou, Tiantian Li, Yinyin Liu, Xian-Ao Wang, Wumei Qu and Lei Li
Int. J. Mol. Sci. 2024, 25(10), 5425; https://doi.org/10.3390/ijms25105425 - 16 May 2024
Cited by 3 | Viewed by 1966
Abstract
Mitochondrial protein homeostasis is crucially regulated by protein degradation processes involving both mitochondrial proteases and cytosolic autophagy. However, it remains unclear how plant cells regulate autophagy in the scenario of lacking a major mitochondrial Lon1 protease. In this study, we observed a notable [...] Read more.
Mitochondrial protein homeostasis is crucially regulated by protein degradation processes involving both mitochondrial proteases and cytosolic autophagy. However, it remains unclear how plant cells regulate autophagy in the scenario of lacking a major mitochondrial Lon1 protease. In this study, we observed a notable downregulation of core autophagy proteins in Arabidopsis Lon1 knockout mutant lon1-1 and lon1-2, supporting the alterations in the relative proportions of mitochondrial and vacuolar proteins over total proteins in the plant cells. To delve deeper into understanding the roles of the mitochondrial protease Lon1 and autophagy in maintaining mitochondrial protein homeostasis and plant development, we generated the lon1-2atg5-1 double mutant by incorporating the loss-of-function mutation of the autophagy core protein ATG5, known as atg5-1. The double mutant exhibited a blend of phenotypes, characterized by short plants and early senescence, mirroring those observed in the individual single mutants. Accordingly, distinct transcriptome alterations were evident in each of the single mutants, while the double mutant displayed a unique amalgamation of transcriptional responses. Heightened severity, particularly evident in reduced seed numbers and abnormal embryo development, was observed in the double mutant. Notably, aberrations in protein storage vacuoles (PSVs) and oil bodies were evident in the single and double mutants. Gene Ontology (GO) and Kyoto Encyclopedia of Genes and Genomes (KEGG) analyses of genes concurrently downregulated in lon1-2, atg5-1, and lon1-2atg5-1 unveiled a significant suppression of genes associated with brassinosteroid (BR) biosynthesis and homeostasis. This downregulation likely contributes to the observed abnormalities in seed and embryo development in the mutants. Full article
(This article belongs to the Section Molecular Plant Sciences)
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22 pages, 16578 KB  
Article
YOLOv8-RMDA: Lightweight YOLOv8 Network for Early Detection of Small Target Diseases in Tea
by Rong Ye, Guoqi Shao, Yun He, Quan Gao and Tong Li
Sensors 2024, 24(9), 2896; https://doi.org/10.3390/s24092896 - 1 May 2024
Cited by 39 | Viewed by 4466
Abstract
In order to efficiently identify early tea diseases, an improved YOLOv8 lesion detection method is proposed to address the challenges posed by the complex background of tea diseases, difficulty in detecting small lesions, and low recognition rate of similar phenotypic symptoms. This method [...] Read more.
In order to efficiently identify early tea diseases, an improved YOLOv8 lesion detection method is proposed to address the challenges posed by the complex background of tea diseases, difficulty in detecting small lesions, and low recognition rate of similar phenotypic symptoms. This method focuses on detecting tea leaf blight, tea white spot, tea sooty leaf disease, and tea ring spot as the research objects. This paper presents an enhancement to the YOLOv8 network framework by introducing the Receptive Field Concentration-Based Attention Module (RFCBAM) into the backbone network to replace C2f, thereby improving feature extraction capabilities. Additionally, a mixed pooling module (Mixed Pooling SPPF, MixSPPF) is proposed to enhance information blending between features at different levels. In the neck network, the RepGFPN module replaces the C2f module to further enhance feature extraction. The Dynamic Head module is embedded in the detection head part, applying multiple attention mechanisms to improve multi-scale spatial location and multi-task perception capabilities. The inner-IoU loss function is used to replace the original CIoU, improving learning ability for small lesion samples. Furthermore, the AKConv block replaces the traditional convolution Conv block to allow for the arbitrary sampling of targets of various sizes, reducing model parameters and enhancing disease detection. the experimental results using a self-built dataset demonstrate that the enhanced YOLOv8-RMDA exhibits superior detection capabilities in detecting small target disease areas, achieving an average accuracy of 93.04% in identifying early tea lesions. When compared to Faster R-CNN, MobileNetV2, and SSD, the average precision rates of YOLOv5, YOLOv7, and YOLOv8 have shown improvements of 20.41%, 17.92%, 12.18%, 12.18%, 10.85%, 7.32%, and 5.97%, respectively. Additionally, the recall rate (R) has increased by 15.25% compared to the lowest-performing Faster R-CNN model and by 8.15% compared to the top-performing YOLOv8 model. With an FPS of 132, YOLOv8-RMDA meets the requirements for real-time detection, enabling the swift and accurate identification of early tea diseases. This advancement presents a valuable approach for enhancing the ecological tea industry in Yunnan, ensuring its healthy development. Full article
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17 pages, 7737 KB  
Article
AC R-CNN: Pixelwise Instance Segmentation Model for Agrocybe cylindracea Cap
by Hua Yin, Shenglan Yang, Wenhao Cheng, Quan Wei, Yinglong Wang and Yilu Xu
Agronomy 2024, 14(1), 77; https://doi.org/10.3390/agronomy14010077 - 28 Dec 2023
Cited by 2 | Viewed by 2237
Abstract
The popularity of Agrocybe cylindracea is increasing due to its unique flavor and nutritional value. The Agrocybe cylindracea cap is a key aspect of the growth process, and high-throughput observation of cap traits in greenhouses by machine vision is a future development trend [...] Read more.
The popularity of Agrocybe cylindracea is increasing due to its unique flavor and nutritional value. The Agrocybe cylindracea cap is a key aspect of the growth process, and high-throughput observation of cap traits in greenhouses by machine vision is a future development trend of smart agriculture. Nevertheless, the segmentation of the Agrocybe cylindracea cap is extremely challenging due to its similarity in color to the rest of the mushroom and the occurrence of mutual occlusion, presenting a major obstacle for the effective application of automation technology. To address this issue, we propose an improved instance segmentation network called Agrocybe cylindracea R-CNN (AC R-CNN) based on the Mask R-CNN model. AC R-CNN incorporates hybrid dilated convolution (HDC) and attention modules into the feature extraction backbone network to enhance the segmentation of adhesive mushroom caps and focus on the segmentation objects. Furthermore, the Mask Branch module is replaced with PointRend to improve the network’s segmentation accuracy at the edges of the mushroom caps. These modifications effectively solve the problems of the original algorithm’s inability to segment adhesive Agrocybe cylindracea caps and low accuracy in edge segmentation. The experimental results demonstrate that AC R-CNN outperforms the original Mask R-CNN in terms of segmentation performance. The average precision (AP) is improved by 12.1%, and the F1 score is improved by 13.7%. Additionally, AC R-CNN outperforms other networks such as Mask Scoring R-CNN and BlendMask. Therefore, the research findings of this study can meet the high-precision segmentation requirements of Agrocybe cylindracea caps and lay a theoretical foundation for the development of subsequent intelligent phenotyping devices and harvesting robots. Full article
(This article belongs to the Section Precision and Digital Agriculture)
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